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不是 prompt 技巧，是結構 AI 生圖社群裡有大量的「prompt 技巧」——加什麼關鍵字畫面會更好、用什麼形容詞光線會更美。這類文章很多，也很有用。 但我們的問題不一樣。 我們有一個劇組。十個角色——從編劇到海報設計師到生圖師——每個人都在不同的環節需要生圖。封面圖、章節插圖、影片縮圖、社群貼文配圖。每次需求不同、風格不同、尺寸不同。 如果每次生圖都要「憑經驗寫
Not prompt tricks. Structure. The AI image generation community is full of "prompt tricks"—which keywords make the lighting better, which adjectives create cinematic depth. Those posts are
If you have built production Node.js applications using NestJS, you have likely encountered this problem: How do you propagate request-scoped metadata (such as Request IDs, Correlation IDs, Tenant IDs
Most football prediction sites publish a hit rate. Almost none publish their losses. So this post was going to be the evidence: every prediction our model made at the 2026 World Cup, graded, includin
I support features across multiple repos. Backend, contract, frontend — three repos, one feature. Monorepo? Too expensive. Too much migration. I had to make polyrepo work with an agent. This is the pa
I've always been the gamer in the family. When my son was born nearly 11 years ago, gaming was one of the things I looked forward to sharing with him. Pulling up a chair next to me, he would watch as
I built a voice assistant that controls 45 AI tools. I say "Hey Jarvis" and it executes. What It Does Command Action "generate content" Creates YouTube scripts for 9 channels "res
You dont need CrewAI or AutoGen. Heres how to build a multi-agent pipeline in pure Python. The Concept 5 AI agents collaborate in a pipeline: Researcher → Writer → Editor → Reviewer → P
I run 9 YouTube channels that post daily. I dont touch any of them. Total cost: ₹0. The Architecture Topic CSV → AI Script (Gemini/Ollama) → Google TTS → MoviePy Video → YouTube Upload
Many teams have experimented with generic chatbots only to watch them confidently answer questions with information they were never given. A knowledge assistant built on retrieval-augmented generation
Die E-Rechnungs-Pflicht ist da: In Deutschland müssen Unternehmen seit 2025 E-Rechnungen empfangen können, ab 2027/2028 auch ausstellen. In Österreich läuft e-Rechnung über ebInterface und Peppol. Das
I used to be genuinely afraid of JavaScript. Like avoid it at all costs, pretend it doesn't exist afraid. HTML and CSS were my safe place and I was not leaving. Then I got a job that required it. So.
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